Touchless Fingerprint Biometrics

Ruggero Donida Labati, Vincenzo Piuri, Fabio Scotti

August 14, 2015 by CRC Press
Reference - 242 Pages - 90 B/W Illustrations
ISBN 9781498707619 - CAT# K24900
Series: Series in Security, Privacy and Trust

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Features

  • Reviews and discusses the research literature and the most relevant industrial applications in touchless fingerprinting
  • Provides exhaustive descriptions of hardware and software methods for all the steps of the biometric recognition process
  • Describes and evaluates systems based on two-dimensional and three-dimensional techniques
  • Demonstrates the superiority of touchless biometric approaches in terms of usability and user acceptability
  • Projects future work that needs to be done to enhance the accuracy of touchless biometric recognition systems

Summary

Offering the first comprehensive analysis of touchless fingerprint-recognition technologies, Touchless Fingerprint Biometrics gives an overview of the state of the art and describes relevant industrial applications. It also presents new techniques to efficiently and effectively implement advanced solutions based on touchless fingerprinting.

The most accurate current biometric technologies in touch-based fingerprint-recognition systems require a relatively high level of user cooperation to acquire samples of the concerned biometric trait. With the potential for reduced constraints, reduced hardware costs, quicker acquisition time, wider usability, and increased user acceptability, this book argues for the potential superiority of touchless biometrics over touch-based methods.

The book considers current problems in developing high-accuracy touchless recognition technology. It discusses factors such as shadows, reflections, complex backgrounds, distortions due to perspective effects, uncontrolled finger placement, inconstant resolution of the ridge pattern, and reconstruction and processing of three-dimensional models. The last section suggests what future work can be done to increase accuracy in touchless systems, such as intensive studies on extraction and matching methods and three-dimensional analytical capabilities within systems.

In a world where usability and mobility have increasing relevance, Touchless Fingerprint Biometrics demonstrates that touchless technologies are also part of the future. A presentation of the state of the art, it introduces you to the field and its immediate future directions.